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Cross-Laboratory Experimental Study of Non-Noble-Metal Electrocatalysts for the Oxygen Reduction Reaction
Abstract
Nine non-noble-metal catalysts (NNMCs) from five different laboratories were investigated for the catalysis of O(2) electroreduction in an acidic medium. The catalyst precursors were synthesized by wet impregnation, planetary ball milling, a foaming-agent technique, or a templating method. All catalyst precursors were subjected to one or more heat treatments at 700-1050 degrees C in an inert or reactive atmosphere. These catalysts underwent an identical set of electrochemical characterizations, including rotating-disk-electrode and polymer-electrolyte membrane fuel cell (PEMFC) tests and voltammetry under N(2). Ex situ characterization was comprised of X-ray photoelectron spectroscopy, neutron activation analysis, scanning electron microscopy, and N(2) adsorption and its analysis with an advanced model for carbonaceous powders. In PEMFC, several NNMCs display mass activities of 10-20 A g(-1) at 0.8 V versus a reversible hydrogen electrode, and one shows 80 A g(-1). The latter value corresponds to a volumetric activity of 19 A cm(-3) under reference conditions and represents one-seventh of the target defined by the U.S. Department of Energy for 2010 (130 A cm(-3)). The activity of all NNMCs is mainly governed by the microporous surface area, and active sites seem to be hosted in pore sizes of 5-15 A. The nitrogen and metal (iron or cobalt) seem to be present in sufficient amounts in the NNMCs and do not limit activity. The paper discusses probable directions for synthesizing more active NNMCs. This could be achieved through multiple pyrolysis steps, ball-milling steps, and control of the powder morphology by the addition of foaming agents and/or sulfur.
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Citations
Cites
Electrochemical Methods: Fundamentals and Applications
Bard, A. J., & Faulkner, L. R. (1980) · Cited by 22,435
Solutions of Ill-Posed Problems.
Bell, J. B., Tikhonov, A. N., & Arsenin, V. Y. (1978) · Mathematics of Computation · doi:10.2307/2006360 · Cited by 8,101
Gasteiger, H. A., Kocha, S. S., Sompalli, B., & Wagner, F. T. (2005) · Applied Catalysis B: Environmental · doi:10.1016/j.apcatb.2004.06.021 · Cited by 4,876
Larminie, J., & Dicks, A. (2003) · Wiley eBooks · doi:10.1002/9781118878330 · Cited by 3,935
A New Fuel Cell Cathode Catalyst
JASINSKI, R. (1964) · Nature · doi:10.1038/2011212a0 · Cited by 1,930
Enhancement of the Electroreduction of Oxygen on Pt Alloys with Fe, Ni, and Co
Toda, T., Igarashi, H., Uchida, H., & Watanabe, M. (1999) · Journal of The Electrochemical Society · doi:10.1149/1.1392544 · Cited by 1,336
Electrocatalysts for O2 reduction
Yeager, E. (1984) · Electrochimica Acta · doi:10.1016/0013-4686(84)85006-9 · Cited by 1,222
Pore size distribution analysis of microporous carbons: a density functional theory approach
Lastoskie, C., Gubbins, K. E., & Quirke, N. (1993) · The Journal of Physical Chemistry · doi:10.1021/j100120a035 · Cited by 1,219
Mukerjee, S., Srinivasan, S., Soriaga, M. P., & McBreen, J. (1995) · Journal of The Electrochemical Society · doi:10.1149/1.2048590 · Cited by 1,155
Free-energy density functional for hard spheres
Tarazona, P. (1985) · Physical Review A · doi:10.1103/physreva.31.2672 · Cited by 1,065
Thin-film catalyst layers for polymer electrolyte fuel cell electrodes
Wilson, M. S., & Gottesfeld, S. (1992) · Journal of Applied Electrochemistry · doi:10.1007/bf01093004 · Cited by 871
Seaton, N. A., Walton, J. P. R. B., & quirke, N. (1989) · Carbon · doi:10.1016/0008-6223(89)90035-3 · Cited by 765
Handbook of fuel cells. Fundamentals technology and applications
Patrick, J. W. (2004) · Fuel · doi:10.1016/j.fuel.2003.09.012 · Cited by 739
Dependence of PEM fuel cell performance on catalyst loading
Gasteiger, H. A., Panels, J. E., & Yan, S. G. (2004) · Journal of Power Sources · doi:10.1016/j.jpowsour.2003.09.013 · Cited by 669
Heat-treated polyacrylonitrile-based catalysts for oxygen electroreduction
Gupta, S., Tryk, D., Bae, I., Aldred, W., & Yeager, E. (1989) · Journal of Applied Electrochemistry · doi:10.1007/bf01039385 · Cited by 666
Mukerjee, S., & Srinivasan, S. (1993) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(93)80380-z · Cited by 646
Phase equilibria of fluid interfaces and confined fluids: Non-local versus local density functionals
Tarazona, P., Marconi, U. M. B., & Evans, R. (1987) · Molecular Physics · doi:10.1080/00268978700100381 · Cited by 640
Heat-Treated Fe/N/C Catalysts for O2 Electroreduction: Are Active Sites Hosted in Micropores?
Jaouen, F., Lefèvre, M., Dodelet, J.-P., & Cai, M. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp057135h · Cited by 622
Self-citationMethods to Advance Technology of Proton Exchange Membrane Fuel Cells
Ticianelli, E. A., Derouin, C. R., Redondo, A., & Srinivasan, S. (1988) · Journal of The Electrochemical Society · doi:10.1149/1.2096240 · Cited by 561
Zhang, J., Lima, F. H. B., Shao, M. H., Sasaki, K., Wang, J. X., Hanson, J., & Adzic, R. R. (2005) · The Journal of Physical Chemistry B · doi:10.1021/jp055634c · Cited by 553
Particle size and alloying effects of Pt-based alloy catalysts for fuel cell applications
Min, M.-K., Cho, J., Cho, K., & Kim, H. (2000) · Electrochimica Acta · doi:10.1016/s0013-4686(00)00553-3 · Cited by 544
Casanovas, J., Ricart, J. M., Rubio, J., Illas, F., & Jiménez-Mateos, J. M. (1996) · Journal of the American Chemical Society · doi:10.1021/ja960338m · Cited by 524
High Performance Catalyzed Membranes of Ultra‐low Pt Loadings for Polymer Electrolyte Fuel Cells
Wilson, M. S., & Gottesfeld, S. (1992) · Journal of The Electrochemical Society · doi:10.1149/1.2069277 · Cited by 510
Roche, I., Chaînet, E., Chatenet, M., & Vondrák, J. (2007) · The Journal of Physical Chemistry C · doi:10.1021/jp0647986 · Cited by 486
Marković, N. M., Gasteiger, H. A., & Ross, P. N. (1996) · The Journal of Physical Chemistry · doi:10.1021/jp9533382 · Cited by 457
Mukerjee, S., Srinivasan, S., Soriaga, M. P., & McBreen, J. (1995) · The Journal of Physical Chemistry · doi:10.1021/j100013a032 · Cited by 439
Organic dyestuffs as catalysts for fuel cells
Jahnke, H., Schönborn, M., & Zimmermann, G. (2006) · Topics in Current Chemistry · doi:10.1007/bfb0046059 · Cited by 436
Determination of Catalyst Unique Parameters for the Oxygen Reduction Reaction in a PEMFC
Neyerlin, K. C., Gu, W., Jorne, J., & Gasteiger, H. A. (2006) · Journal of The Electrochemical Society · doi:10.1149/1.2266294 · Cited by 426
Koslowski, U. I., Abs-Wurmbach, I., Fiechter, S., & Bogdanoff, P. (2008) · The Journal of Physical Chemistry C · doi:10.1021/jp802456e · Cited by 384
Self-citationJaouen, F., Marcotte, S., Dodelet, J.-P., & Lindbergh, G. (2003) · The Journal of Physical Chemistry B · doi:10.1021/jp021634q · Cited by 370
Self-citationOxygen electroreduction on Ag(111): The pH effect
Blizanac, B. B., Ross, P. N., & Markovic, N. M. (2007) · Electrochimica Acta · doi:10.1016/j.electacta.2006.06.047 · Cited by 342
Gojković, S. L., Gupta, S., & Savinell, R. F. (1999) · Journal of Electroanalytical Chemistry · doi:10.1016/s0022-0728(98)00390-8 · Cited by 315
Charreteur, F., Jaouen, F., Ruggeri, S., & Dodelet, J.-P. (2008) · Electrochimica Acta · doi:10.1016/j.electacta.2007.11.002 · Cited by 303
Self-citationImpact of Loading in RRDE Experiments on Fe–N–C Catalysts: Two- or Four-Electron Oxygen Reduction?
Bonakdarpour, A., Lefevre, M., Yang, R., Jaouen, F., Dahn, T., Dodelet, J.-P., & Dahn, J. R. (2008) · Electrochemical and Solid-State Letters · doi:10.1149/1.2904768 · Cited by 281
Self-citationFe-Based Catalysts for Oxygen Reduction in PEMFCs
Jaouen, F., Charreteur, F., & Dodelet, J. P. (2006) · Journal of The Electrochemical Society · doi:10.1149/1.2168418 · Cited by 272
Self-citationBaranton, S., Coutanceau, C., Roux, C., Hahn, F., & Léger, J.-M. (2005) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2004.11.034 · Cited by 264
Médard, C., Lefèvre, M., Dodelet, J. P., Jaouen, F., & Lindbergh, G. (2006) · Electrochimica Acta · doi:10.1016/j.electacta.2005.09.012 · Cited by 264
Self-citationNon-platinum oxygen reduction electrocatalysts based on pyrolyzed transition metal macrocycles
Pylypenko, S., Mukherjee, S., Olson, T. S., & Atanassov, P. (2008) · Electrochimica Acta · doi:10.1016/j.electacta.2008.05.047 · Cited by 255
Self-citationNafion® perfluorinated membranes in fuel cells
Banerjee, S., & Curtin, D. E. (2004) · Journal of Fluorine Chemistry · doi:10.1016/j.jfluchem.2004.05.018 · Cited by 252
N4-chelates as electrocatalyst for cathodic oxygen reduction
Wiesener, K. (1986) · Electrochimica Acta · doi:10.1016/0013-4686(86)80022-6 · Cited by 246
Feng, Y., He, T., & Alonso-Vante, N. (2008) · Chemistry of Materials · doi:10.1021/cm7024763 · Cited by 244
Electrocatalysis of the oxygen reduction process on metal chelates in acid electrolyte
Bagotzky, V. S., Tarasevich, M. R., Radyushkina, K. A., Levina, O. A., & Andrusyova, S. I. (1978) · Journal of Power Sources · doi:10.1016/0378-7753(78)85014-9 · Cited by 243
Demarconnay, L., Coutanceau, C., & Léger, J.-M. (2004) · Electrochimica Acta · doi:10.1016/j.electacta.2004.05.009 · Cited by 240
Platinum monolayer electrocatalysts for oxygen reduction
Vukmirovic, M. B., Zhang, J., Sasaki, K., Nilekar, A. U., Uribe, F., Mavrikakis, M., & Adzic, R. R. (2007) · Electrochimica Acta · doi:10.1016/j.electacta.2006.05.062 · Cited by 236
Ziegelbauer, J. M., Olson, T. S., Pylypenko, S., Alamgir, F., Jaye, C., Atanassov, P., & Mukerjee, S. (2008) · The Journal of Physical Chemistry C · doi:10.1021/jp8001564 · Cited by 232
Self-citationNovel Pt-free catalyst for oxygen electroreduction
Meng, H., & Shen, P. K. (2006) · Electrochemistry Communications · doi:10.1016/j.elecom.2006.01.020 · Cited by 225
van Veen, J. A. R., Colijn, H. A., & van Baar, J. F. (1988) · Electrochimica Acta · doi:10.1016/s0013-4686(98)80010-8 · Cited by 213
PEREZCABERO, M. (2003) · Journal of Catalysis · doi:10.1016/s0021-9517(03)00026-5 · Cited by 203
Faubert, G., Côté, R., Dodelet, J. P., Lefèvre, M., & Bertrand, P. (1999) · Electrochimica Acta · doi:10.1016/s0013-4686(98)00382-x · Cited by 203
Self-citationA novel non-noble electrocatalyst for PEM fuel cell based on molybdenum nitride
ZHONG, H., ZHANG, H., LIU, G., LIANG, Y., HU, J., & YI, B. (2006) · Electrochemistry Communications · doi:10.1016/j.elecom.2006.02.020 · Cited by 203
Wang, H., Côté, Faubert, G., Guay, D., & Dodelet, J. P. (1999) · The Journal of Physical Chemistry B · doi:10.1021/jp9821735 · Cited by 197
Self-citationAverage turn-over frequency of O2 electro-reduction for Fe/N/C and Co/N/C catalysts in PEFCs
Jaouen, F., & Dodelet, J.-P. (2007) · Electrochimica Acta · doi:10.1016/j.electacta.2007.03.045 · Cited by 187
Self-citationArtyushkova, K., Levendosky, S., Atanassov, P., & Fulghum, J. (2007) · Topics in Catalysis · doi:10.1007/s11244-007-9002-y · Cited by 184
Self-citationBaker, R., Wilkinson, D. P., & Zhang, J. (2008) · Electrochimica Acta · doi:10.1016/j.electacta.2008.01.055 · Cited by 169
Introduction to Powder Surface Area
Dollimore, D. (1980) · Thermochimica Acta · doi:10.1016/0040-6031(80)80086-4 · Cited by 152
Scherson, D. A., Gupta, S., Fierro, C., Yeager, E. B., Kordesch, M. E., Eldridge, J. M., Hoffman, R. W., & Blue, J. W. (1983) · Electrochimica Acta · doi:10.1016/0013-4686(83)85006-3 · Cited by 141
Transition metal macrocycles supported on high area carbon: Pyrolysis—mass spectrometry studies
Scherson, D. A., Tanaka, A. A., Gupta, S., Tryk, D. A., Fierro, C., Holze, R., Yeager, E. B., & Lattimer, R. P. (1986) · Electrochimica Acta · doi:10.1016/0013-4686(86)80144-x · Cited by 136
N4-macrocyclic metal complexes
(2007) · Choice Reviews Online · doi:10.5860/choice.44-3301 · Cited by 128
Electrochemical reduction of oxygen: an alternative method to prepare active CoN4 catalysts
Bouwkamp-Wijnoltz, A. L., Visscher, W., van Veen, J. A. R., & Tang, S. C. (1999) · Electrochimica Acta · doi:10.1016/s0013-4686(99)00281-9 · Cited by 118
Non-precious metal oxygen reduction catalyst for PEM fuel cells based on nitroaniline precursor
Wood, T. E., Tan, Z., Schmoeckel, A. K., O’Neill, D., & Atanasoski, R. T. (2007) · Journal of Power Sources · doi:10.1016/j.jpowsour.2007.10.093 · Cited by 107
A Methodology for Investigating New Nonprecious Metal Catalysts for PEM Fuel Cells
Susac, D., Sode, A., Zhu, L., Wong, P. C. L., Teo, M. Y., Bizzotto, D., Mitchell, K. A. R., Parsons, R. R., & Campbell, S. A. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp057468e · Cited by 104
Cote, R., Lalande, G., Guay, D., Dodelet, J., & Dénès, G. (1998) · Journal of The Electrochemical Society · doi:10.1149/1.1838651 · Cited by 103
Self-citationCharreteur, F., Ruggeri, S., Jaouen, F., & Dodelet, J. (2008) · Electrochimica Acta · doi:10.1016/j.electacta.2007.12.051 · Cited by 103
Self-citationA novel non-noble electrocatalyst for oxygen reduction in proton exchange membrane fuel cells
Zhong, H., Zhang, H., Liang, Y., Zhang, J., Wang, M., & Wang, X. (2007) · Journal of Power Sources · doi:10.1016/j.jpowsour.2006.11.080 · Cited by 103
Rashkova, V., Kitova, S., Konstantinov, I., & Vitanov, T. (2002) · Electrochimica Acta · doi:10.1016/s0013-4686(01)00897-0 · Cited by 97
Jaouen, F., & Dodelet, J. (2007) · The Journal of Physical Chemistry C · doi:10.1021/jp068273p · Cited by 97
Self-citationFranke, R., Ohms, D., & WIESENER, K. (1989) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(89)87099-8 · Cited by 93
Dodelet, J. (2006) · Springer eBooks · doi:10.1007/978-0-387-28430-9_3 · Cited by 91
Self-citationOhms, D., Herzog, S., Franke, R., Neumann, V., WIESENER, K., Gamburtsev, S., Kaisheva, A., & Iliev, I. (1992) · Journal of Power Sources · doi:10.1016/0378-7753(92)80122-r · Cited by 90
Oxygen reduction on pyrolysed carbon-supported transition metal chelates
van der Putten, A., Elzing, A., Visscher, W., et al. (1986) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(86)90234-2 · Cited by 85
Ternary non-noble metal chalcogenide (W–Co–Se) as electrocatalyst for oxygen reduction reaction
Lee, K., Zhang, L., & Zhang, J. J. (2007) · Electrochemistry Communications · doi:10.1016/j.elecom.2007.03.025 · Cited by 84
Liu, G., Zhang, H. M., Wang, M. R., Zhong, H. X., & Chen, J. (2007) · Journal of Power Sources · doi:10.1016/j.jpowsour.2007.07.067 · Cited by 76
Fuel Cell Cathode Catalyst with Heme-Like Structure Formed from Nitrogen of Glycine and Iron
Maruyama, J., & Abe, I. (2007) · Journal of The Electrochemical Society · doi:10.1149/1.2409865 · Cited by 70
Self-citationOlson, T. S., Chapman, K., & Atanassov, P. B. (2008) · Journal of Power Sources · doi:10.1016/j.jpowsour.2008.05.016 · Cited by 63
Self-citationHerranz, J. S., Lefèvre, M., Larouche, N., Stansfield, B. L., & Dodelet, J. (2007) · The Journal of Physical Chemistry C · doi:10.1021/jp0764438 · Cited by 62
Self-citationYang, Y., Zhou, Y., & Cha, C. (1995) · Electrochimica Acta · doi:10.1016/0013-4686(95)00247-c · Cited by 59
Hemoglobin Pyropolymer Used as a Precursor of a Noble-Metal-Free Fuel Cell Cathode Catalyst
Maruyama, J., Okamura, J., Miyazaki, K., Uchimoto, Y., & Abe, I. (2008) · The Journal of Physical Chemistry C · doi:10.1021/jp709912d · Cited by 58
Self-citationZhang, J., Vukmirovic, M. B., Sasaki, K., Uribe, F. A., & Adžić, R. R. (2005) · Journal of the Serbian Chemical Society · doi:10.2298/jsc0503513z · Cited by 56
Bonakdarpour, A., Delacôte, C., Yang, R., Więckowski, A., & Dahn, J. R. (2008) · Electrochemistry Communications · doi:10.1016/j.elecom.2008.02.004 · Cited by 55
Self-citationOxygen reduction in acid media on supported iron naphthalocyanine
Biloul, A., Coowar, F., Contamin, O., Scarbeck, G., Savy, M., van den Ham, D., Riga, J., & Verbist, J. J. (1990) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(90)87216-7 · Cited by 47
Wang, P., Ma, Z., Zhao, Z., & Jia, L. (2007) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2007.08.008 · Cited by 47
Zhang, L., Song, C., Zhang, J. J., Wang, H., & Wilkinson, D. P. (2005) · Journal of The Electrochemical Society · doi:10.1149/1.2109667 · Cited by 46
Maruyama, J., Okamura, J., Miyazaki, K., & Abe, I. (2007) · The Journal of Physical Chemistry C · doi:10.1021/jp071451+ · Cited by 44
Self-citationMaruyama, J., & Abe, I. (2007) · Chemical Communications · doi:10.1039/b703723f · Cited by 44
Self-citationSong, C., Zhang, L., Zhang, J. J., Wilkinson, D. P., & Baker, R. (2006) · Fuel Cells · doi:10.1002/fuce.200500205 · Cited by 39
Proietti, E., Ruggeri, S., & Dodelet, J. (2008) · Journal of The Electrochemical Society · doi:10.1149/1.2838162 · Cited by 38
Self-citationFuel Cell Studies on a Non-Noble Metal Catalyst Prepared by a Template-Assisted Synthesis Route
Garsuch, A., MacIntyre, K., Michaud, X., Stevens, D. A., & Dahn, J. R. (2008) · Journal of The Electrochemical Society · doi:10.1149/1.2949092 · Cited by 38
Self-citationNiobium Oxides as Cathode Electrocatalysts for Platinum-free Polymer Electrolyte Fuel Cells
Ohnishi, R., Takahashi, Y., Takagaki, A., Kubota, J., & Domen, K. (2008) · Chemistry Letters · doi:10.1246/cl.2008.838 · Cited by 34
Electrochemical characterization of tungsten carbonyl compound for oxygen reduction reaction
Pattabi, M. (2001) · International Journal of Hydrogen Energy · doi:10.1016/s0360-3199(00)00045-8 · Cited by 29
Adsorption properties of various carbon materials prepared by template synthesis route
Garsuch, A., Sattler, R. R., Witt, S., & Klepel, O. (2005) · Microporous and Mesoporous Materials · doi:10.1016/j.micromeso.2005.10.018 · Cited by 25
Self-citationOxygen reduction on an iron?carbonized aerogel nanocomposite electrocatalyst
Ye, S., & Vijh, A. K. (2004) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-004-0567-0 · Cited by 19
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Metadata
- Authors
- Jaouen, F., Herranz, J., Lefèvre, M., Dodelet, J.-P., Kramm, U. I., Herrmann, I., Bogdanoff, P., Maruyama, J., Nagaoka, T., Garsuch, A., Dahn, J. R., Olson, T., Pylypenko, S., Atanassov, P., & Ustinov, E. A.
- Venue
- ACS Applied Materials & Interfaces
- Publisher
- American Chemical Society (ACS)
- Published
- 2009-07-20
- Volume
- 1
- Issue
- 8
- Pages
- 1623-1639
- ISSN
- 1944-8244 (ISSN-L)
- 1944-8252
- OpenAlex
- W2014544890
- Cited by
- 704
- References
- 91
- FWCI
- 14.03
- Type
- journal article
- Language
- en
- Open access
- closed
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